Single trial estimation of event-related potentials using particle filtering

ICASSP, IEEE International Conference on Acoustics, Speech and Signal Processing - Proceedings

Volumn , Issue , 2008, Pages 465-468

  Mohseni, Hamid R ^a   Wilding, Edward L ^a   Sanei, Saeid ^a  

^a CARDIFF UNIVERSITY   (United Kingdom)

Author keywords

Event related potentials; Kalman filtering; P300; Particle filtering; Single trial estimation

Indexed keywords

ACOUSTIC SIGNAL PROCESSING; ACOUSTICS; CONTROL THEORY; ELECTROENCEPHALOGRAPHY; NONLINEAR FILTERING; SIGNAL PROCESSING; SPEECH;

EVENT RELATED-POTENTIALS; KALMAN FILTERING; P300; PARTICLE FILTERING; SINGLE TRIAL ESTIMATION;

SIGNAL FILTERING AND PREDICTION;

EID: 51449106492     PISSN: 15206149     EISSN: None     Source Type: Conference Proceeding    
DOI: 10.1109/ICASSP.2008.4517647     Document Type: Conference Paper

References (11)

1. M. D. Rugg and M. G. H. Coles, Electrophysiology of mind, Oxford Science publications, 1995.
2. M. L. A. Jongsma, T. Eichele, C. M. Van Rijn, A. M. L. Coenen, K. Hugdahl, H. Nordby, and R. Q. Quiroga, "Tracking pattern learning with single-trial event-related potentials," Clinical Neurophysiology, vol. 117, pp. 1957-1973, 2006.
3. W. A. Truccolo, K. H. Knuth, A. Shah, S. L. Bressler, C. E. Schroeder, and M. Ding, "Estimation of single-trial multi-component erps: Differentially variable component analysis (dvca)," Biological Cybernetics, vol. 89, pp. 426-438, 2003.
4. S. Cerutti, V. Bersani, A. Carrara, and D. Liberati, "Analysis of visual evoked potentials through wiener filtering applied to a small number of sweeps," J. Biomed. Eng., vol. 9, pp. 3-12, 1983.
5. P. Jaskowski and R. Verleger, "Amplitudes and latencies of single trial erps estimated by a maximum likelihood method," IEEE Trans. Biomed. Eng, vol. 46, pp. 987-993, 1999.
6. P. Karjalainen, J. Kaipio, A. Koistinen, and M. Vauhkonen, "Subspace regularization method for the single trial estimation of evoked potentials," IEEE Trans. Biomed. Eng., vol. 46, pp. 849-860, 1999.
7. P. O. Ranta-aho, A. S. Koistinen, J. O. Ollikainen, J. P. Kaipio, J. Partanen, and P. A. Karjalainen, "Single-trial estimation of multichannel evoked-potential measurements," IEEE Trans. Biomed. Eng., vol. 50, no. 2, pp. 189-196, 2003.
8. M. V. Spreckelsen and B. Bromm, "Estimation of single-evoked cerebral potentials by means of parametric modeling and kalman filtering," IEEE Trans. Biomed. Eng, vol. 35, no. 9, pp. 691-700, 1988.
9. S. D. Georgiadis, P. O. Ranta-aho, M. P. Tarvainen, and P. A. Karjalainen, "Single-trial dynamical estimation of event-related potentials: a kalman filter-based approach," IEEE Trans. Biomed. Eng, vol. 52, no. 8, pp. 1397-1406, 2005.
10. M. S. Arulampalam, S. Maskell, N. Gordon, and T. Clapp, "A tutorial on particle filters for online nonlinear/non-gaussian bayesian tracking," IEEE Trans. Signal Processing, vol. 50, no. 2, 2002.
11. J. Pan, T. Takeshita, and K. Morimoto, "P300 habituation from auditory single-stimulus and oddball paradigms," International Journal of Psychophysiology, vol. 37, pp. 149-153, 2000.